CA2451867C - Procede permettant de trier des objets renfermant une matiere organique - Google Patents
Procede permettant de trier des objets renfermant une matiere organique Download PDFInfo
- Publication number
- CA2451867C CA2451867C CA002451867A CA2451867A CA2451867C CA 2451867 C CA2451867 C CA 2451867C CA 002451867 A CA002451867 A CA 002451867A CA 2451867 A CA2451867 A CA 2451867A CA 2451867 C CA2451867 C CA 2451867C
- Authority
- CA
- Canada
- Prior art keywords
- quality
- signal
- multivariate
- composition
- granule
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Expired - Lifetime
Links
- 238000000034 method Methods 0.000 title claims abstract description 87
- 239000011368 organic material Substances 0.000 title claims abstract description 13
- 239000000203 mixture Substances 0.000 claims abstract description 52
- 239000008187 granular material Substances 0.000 claims description 56
- 241000209140 Triticum Species 0.000 claims description 14
- 235000021307 Triticum Nutrition 0.000 claims description 14
- 235000002017 Zea mays subsp mays Nutrition 0.000 claims description 9
- 241000482268 Zea mays subsp. mays Species 0.000 claims description 9
- 230000005670 electromagnetic radiation Effects 0.000 claims description 9
- 239000000126 substance Substances 0.000 claims description 6
- 235000010627 Phaseolus vulgaris Nutrition 0.000 claims description 4
- 244000046052 Phaseolus vulgaris Species 0.000 claims description 4
- 244000299461 Theobroma cacao Species 0.000 claims description 4
- 235000013339 cereals Nutrition 0.000 claims description 4
- 238000005481 NMR spectroscopy Methods 0.000 claims description 3
- 235000009470 Theobroma cacao Nutrition 0.000 claims description 3
- 230000000007 visual effect Effects 0.000 claims description 3
- 238000001228 spectrum Methods 0.000 description 15
- 239000000463 material Substances 0.000 description 13
- 235000021028 berry Nutrition 0.000 description 11
- 235000019624 protein content Nutrition 0.000 description 11
- 235000013312 flour Nutrition 0.000 description 8
- 238000002203 pretreatment Methods 0.000 description 8
- 239000012535 impurity Substances 0.000 description 6
- 238000000513 principal component analysis Methods 0.000 description 6
- 238000004519 manufacturing process Methods 0.000 description 5
- 238000004140 cleaning Methods 0.000 description 4
- 238000009826 distribution Methods 0.000 description 4
- 238000005259 measurement Methods 0.000 description 4
- 230000003287 optical effect Effects 0.000 description 4
- 238000012545 processing Methods 0.000 description 4
- 235000021251 pulses Nutrition 0.000 description 4
- 230000005855 radiation Effects 0.000 description 4
- 238000010238 partial least squares regression Methods 0.000 description 3
- 229930195730 Aflatoxin Natural products 0.000 description 2
- XWIYFDMXXLINPU-UHFFFAOYSA-N Aflatoxin G Chemical compound O=C1OCCC2=C1C(=O)OC1=C2C(OC)=CC2=C1C1C=COC1O2 XWIYFDMXXLINPU-UHFFFAOYSA-N 0.000 description 2
- 238000010521 absorption reaction Methods 0.000 description 2
- 239000005409 aflatoxin Substances 0.000 description 2
- 238000004458 analytical method Methods 0.000 description 2
- 235000015895 biscuits Nutrition 0.000 description 2
- 238000012937 correction Methods 0.000 description 2
- 238000007689 inspection Methods 0.000 description 2
- 238000012628 principal component regression Methods 0.000 description 2
- 238000012360 testing method Methods 0.000 description 2
- WFKWXMTUELFFGS-UHFFFAOYSA-N tungsten Chemical compound [W] WFKWXMTUELFFGS-UHFFFAOYSA-N 0.000 description 2
- 229910052721 tungsten Inorganic materials 0.000 description 2
- 239000010937 tungsten Substances 0.000 description 2
- 240000002470 Amphicarpaea bracteata Species 0.000 description 1
- 244000105624 Arachis hypogaea Species 0.000 description 1
- 240000005979 Hordeum vulgare Species 0.000 description 1
- 235000007340 Hordeum vulgare Nutrition 0.000 description 1
- 238000007696 Kjeldahl method Methods 0.000 description 1
- XUIMIQQOPSSXEZ-UHFFFAOYSA-N Silicon Chemical compound [Si] XUIMIQQOPSSXEZ-UHFFFAOYSA-N 0.000 description 1
- 238000013459 approach Methods 0.000 description 1
- 238000013528 artificial neural network Methods 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 235000019658 bitter taste Nutrition 0.000 description 1
- 235000008429 bread Nutrition 0.000 description 1
- 229910052799 carbon Inorganic materials 0.000 description 1
- 125000004432 carbon atom Chemical group C* 0.000 description 1
- 235000019219 chocolate Nutrition 0.000 description 1
- 230000002596 correlated effect Effects 0.000 description 1
- 230000000875 corresponding effect Effects 0.000 description 1
- 238000009795 derivation Methods 0.000 description 1
- 238000001514 detection method Methods 0.000 description 1
- 230000005284 excitation Effects 0.000 description 1
- 239000000796 flavoring agent Substances 0.000 description 1
- 235000019634 flavors Nutrition 0.000 description 1
- 230000005484 gravity Effects 0.000 description 1
- 238000009776 industrial production Methods 0.000 description 1
- 238000012417 linear regression Methods 0.000 description 1
- 238000004020 luminiscence type Methods 0.000 description 1
- 238000004890 malting Methods 0.000 description 1
- 238000003801 milling Methods 0.000 description 1
- 235000014571 nuts Nutrition 0.000 description 1
- 235000015927 pasta Nutrition 0.000 description 1
- 235000020232 peanut Nutrition 0.000 description 1
- 239000006187 pill Substances 0.000 description 1
- 102000004169 proteins and genes Human genes 0.000 description 1
- 108090000623 proteins and genes Proteins 0.000 description 1
- 239000002994 raw material Substances 0.000 description 1
- 238000000926 separation method Methods 0.000 description 1
- 229910052710 silicon Inorganic materials 0.000 description 1
- 239000010703 silicon Substances 0.000 description 1
- 230000003595 spectral effect Effects 0.000 description 1
- 238000000411 transmission spectrum Methods 0.000 description 1
Classifications
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B07—SEPARATING SOLIDS FROM SOLIDS; SORTING
- B07C—POSTAL SORTING; SORTING INDIVIDUAL ARTICLES, OR BULK MATERIAL FIT TO BE SORTED PIECE-MEAL, e.g. BY PICKING
- B07C5/00—Sorting according to a characteristic or feature of the articles or material being sorted, e.g. by control effected by devices which detect or measure such characteristic or feature; Sorting by manually actuated devices, e.g. switches
- B07C5/34—Sorting according to other particular properties
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
- G01N21/3563—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light for analysing solids; Preparation of samples therefor
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N21/00—Investigating or analysing materials by the use of optical means, i.e. using sub-millimetre waves, infrared, visible or ultraviolet light
- G01N21/17—Systems in which incident light is modified in accordance with the properties of the material investigated
- G01N21/25—Colour; Spectral properties, i.e. comparison of effect of material on the light at two or more different wavelengths or wavelength bands
- G01N21/31—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry
- G01N21/35—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light
- G01N21/359—Investigating relative effect of material at wavelengths characteristic of specific elements or molecules, e.g. atomic absorption spectrometry using infrared light using near infrared light
-
- G—PHYSICS
- G01—MEASURING; TESTING
- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2201/00—Features of devices classified in G01N21/00
- G01N2201/12—Circuits of general importance; Signal processing
- G01N2201/129—Using chemometrical methods
Landscapes
- Physics & Mathematics (AREA)
- Spectroscopy & Molecular Physics (AREA)
- General Physics & Mathematics (AREA)
- Immunology (AREA)
- Chemical & Material Sciences (AREA)
- Analytical Chemistry (AREA)
- Biochemistry (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Life Sciences & Earth Sciences (AREA)
- Pathology (AREA)
- Investigating Or Analysing Materials By Optical Means (AREA)
- Sorting Of Articles (AREA)
- Extraction Or Liquid Replacement (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Separation Of Solids By Using Liquids Or Pneumatic Power (AREA)
- Organic Low-Molecular-Weight Compounds And Preparation Thereof (AREA)
Abstract
L'invention concerne un procédé permettant de trier des objets dans une masse d'objets provenant d'une population hétérogène. Ladite masse d'objets à trier possède une variation inhérente et au moins une classe, présentant une variation plus faible que la variation originalement inhérente de la masse, est séparée de cette masse. La variation faible représente une qualité de composition associée à une matière organique quelconque renfermée dans les objets de la masse. Ledit procédé consiste à distribuer chacun des objets à séparer sous forme d'un objet séparé dans un dispositif de triage; à exposer ledit objet à une énergie émise à partir d'au moins une source d'énergie; à effectuer un enregistrement, à partir d'au moins un point de l'objet séparé à l'aide d'au moins un capteur, d'un premier signal multivariables; à prédire ou à classifier, à l'aide d'un procédé d'étalonnage formé antérieurement sur un sous-ensemble de population, entre le premier signal multivariables et la qualité de composition, un second signal exprimant l'importance d'au moins une variable qualitative de la variation monovariable; et à séparer l'objet du dispositif de triage et à le classifier dans la classe collectée en fonction de l'importance d'au moins une variable qualitative du second signal provenant du point précité.
Applications Claiming Priority (3)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
SE0102395-1 | 2001-07-04 | ||
SE0102395A SE0102395D0 (sv) | 2001-07-04 | 2001-07-04 | A new method |
PCT/SE2002/001335 WO2003004179A1 (fr) | 2001-07-04 | 2002-07-03 | Procede permettant de trier des objets renfermant une matiere organique |
Publications (2)
Publication Number | Publication Date |
---|---|
CA2451867A1 CA2451867A1 (fr) | 2003-01-16 |
CA2451867C true CA2451867C (fr) | 2009-11-10 |
Family
ID=20284736
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CA002451867A Expired - Lifetime CA2451867C (fr) | 2001-07-04 | 2002-07-03 | Procede permettant de trier des objets renfermant une matiere organique |
Country Status (11)
Country | Link |
---|---|
US (1) | US7202434B2 (fr) |
EP (1) | EP1401589B1 (fr) |
JP (1) | JP4146335B2 (fr) |
CN (1) | CN1289214C (fr) |
AT (1) | ATE279996T1 (fr) |
AU (1) | AU2002319986C1 (fr) |
BR (2) | BRPI0210794B1 (fr) |
CA (1) | CA2451867C (fr) |
DE (1) | DE60201684T2 (fr) |
SE (1) | SE0102395D0 (fr) |
WO (1) | WO2003004179A1 (fr) |
Families Citing this family (23)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US8436268B1 (en) * | 2002-08-12 | 2013-05-07 | Ecullet | Method of and apparatus for type and color sorting of cullet |
UA79247C2 (en) * | 2004-06-01 | 2007-06-11 | Volodymyr Mykhailovyc Voloshyn | Method and device (variants) of separation of raw material by lumps |
US7703238B2 (en) | 2004-08-26 | 2010-04-27 | Monsanto Technology Llc | Methods of seed breeding using high throughput nondestructive seed sampling |
EP1862051B1 (fr) | 2004-08-26 | 2018-05-02 | Monsanto Technology, LLC | Augmentation d'échantillonneur de graine et procédé d'échantillonnage |
MX2008002727A (es) | 2005-08-26 | 2008-03-24 | Monsanto Technology Llc | Examen de alta capacidad de tratamiento de una composicion de acidos grasos. |
US8028469B2 (en) | 2006-03-02 | 2011-10-04 | Monsanto Technology Llc | Automated high-throughput seed sampler and methods of sampling, testing and bulking seeds |
US7998669B2 (en) | 2006-03-02 | 2011-08-16 | Monsanto Technology Llc | Automated contamination-free seed sampler and methods of sampling, testing and bulking seeds |
US20090210086A1 (en) * | 2007-12-20 | 2009-08-20 | Mks Instruments, Inc. | Systems and methods for sorting irregular objects |
US20100230330A1 (en) * | 2009-03-16 | 2010-09-16 | Ecullet | Method of and apparatus for the pre-processing of single stream recyclable material for sorting |
WO2010129410A1 (fr) | 2009-05-03 | 2010-11-11 | Monsanto Technology Llc | Systèmes et procédés pour combiner différents types de graines |
BE1018793A3 (nl) * | 2009-06-17 | 2011-09-06 | Best 2 N V | Werkwijze voor het onderscheiden en sorteren van producten waarbij de concentratie van een bestanddeel van deze producten wordt bepaald. |
WO2012012411A2 (fr) | 2010-07-20 | 2012-01-26 | Monsanto Technology Llc | Systèmes automatisés pour le retrait d'échantillons tissulaires de semences, et procédés associés |
GB201015791D0 (en) * | 2010-09-20 | 2010-10-27 | Syngenta Ltd | Improved method and machine for use thereof |
WO2012048897A1 (fr) | 2010-10-15 | 2012-04-19 | Syngenta Participations Ag | Procédé de classification de graines de betterave à sucre, comprenant l'utilisation d'une spectroscopie infrarouge |
US8714362B2 (en) | 2011-11-22 | 2014-05-06 | Key Technology, Inc. | Sorting apparatus |
US9027759B2 (en) | 2011-11-22 | 2015-05-12 | Key Technology, Inc. | Sorting apparatus |
US9463493B1 (en) | 2012-03-01 | 2016-10-11 | General Mills, Inc. | Method of producing gluten free oats |
WO2014082135A1 (fr) * | 2012-11-30 | 2014-06-05 | Technological Resources Pty. Limited | Triage de matériaux extraits |
EP3253502B1 (fr) | 2015-02-05 | 2021-12-22 | Laitram, L.L.C. | Classement en fonction de la vision avec calibration de poids automatique |
US11278937B2 (en) * | 2015-07-16 | 2022-03-22 | Sortera Alloys, Inc. | Multiple stage sorting |
ES2898049T3 (es) * | 2016-06-21 | 2022-03-03 | Soreq Nuclear Res Ct | Analizador de XRF para identificar una pluralidad de objetos sólidos, sistema de clasificación y un método de clasificación del mismo |
US11376636B2 (en) | 2018-08-20 | 2022-07-05 | General Mills, Inc. | Method of producing gluten free oats through hyperspectral imaging |
WO2023278687A1 (fr) * | 2021-07-02 | 2023-01-05 | Provenance Health, Inc. | Procédés ia d'analyse et de recommandation de compositions de cannabis |
Family Cites Families (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
GB993063A (en) | 1962-04-30 | 1965-05-26 | Gunsons Sortex Ltd | Photoelectric sorting machine |
GB2025038B (en) * | 1978-06-28 | 1982-11-24 | Gunsons Sortex Ltd | Method and apparatus for sorting agricultural products |
SE439545B (sv) * | 1978-11-01 | 1985-06-17 | Forenede Bryggerier As | Sett for styrning av en separationsprocess utford pa fron eller kernor |
GB2060166B (en) | 1979-10-09 | 1984-03-21 | Ag Electron Inc | Sorting device and method |
GB2091416B (en) | 1981-01-19 | 1984-10-17 | Gunsons Sortex Ltd | Sorting objects |
GB2091415B (en) * | 1981-01-19 | 1985-03-20 | Gunsons Sortex Ltd | Sorting objects |
US4535248A (en) * | 1984-08-24 | 1985-08-13 | The United States Of America As Represented By The Secretary Of Agriculture | Method for detecting aflatoxin in almonds |
EP0223446B1 (fr) * | 1985-10-29 | 1991-03-27 | Roger Frederick Bailey | Appareil de tri optique |
US4866283A (en) * | 1988-08-12 | 1989-09-12 | Southwest Research Institute | Optical inspection of food products |
US5379764A (en) * | 1992-12-09 | 1995-01-10 | Diasense, Inc. | Non-invasive determination of analyte concentration in body of mammals |
JP2699850B2 (ja) * | 1993-12-28 | 1998-01-19 | 日本電気株式会社 | 復調装置 |
US6871169B1 (en) * | 1997-08-14 | 2005-03-22 | Sensys Medical, Inc. | Combinative multivariate calibration that enhances prediction ability through removal of over-modeled regions |
US6410872B2 (en) * | 1999-03-26 | 2002-06-25 | Key Technology, Inc. | Agricultural article inspection apparatus and method employing spectral manipulation to enhance detection contrast ratio |
-
2001
- 2001-07-04 SE SE0102395A patent/SE0102395D0/xx unknown
-
2002
- 2002-07-03 CA CA002451867A patent/CA2451867C/fr not_active Expired - Lifetime
- 2002-07-03 BR BRPI0210794-5A patent/BRPI0210794B1/pt not_active IP Right Cessation
- 2002-07-03 AT AT02749472T patent/ATE279996T1/de not_active IP Right Cessation
- 2002-07-03 AU AU2002319986A patent/AU2002319986C1/en not_active Expired
- 2002-07-03 DE DE60201684T patent/DE60201684T2/de not_active Expired - Lifetime
- 2002-07-03 US US10/481,149 patent/US7202434B2/en not_active Expired - Lifetime
- 2002-07-03 JP JP2003510183A patent/JP4146335B2/ja not_active Expired - Fee Related
- 2002-07-03 BR BR0210794-5A patent/BR0210794A/pt not_active IP Right Cessation
- 2002-07-03 WO PCT/SE2002/001335 patent/WO2003004179A1/fr active IP Right Grant
- 2002-07-03 EP EP02749472A patent/EP1401589B1/fr not_active Expired - Lifetime
- 2002-07-03 CN CNB028134877A patent/CN1289214C/zh not_active Expired - Lifetime
Also Published As
Publication number | Publication date |
---|---|
US20040251177A1 (en) | 2004-12-16 |
JP4146335B2 (ja) | 2008-09-10 |
WO2003004179A1 (fr) | 2003-01-16 |
EP1401589A1 (fr) | 2004-03-31 |
ATE279996T1 (de) | 2004-11-15 |
AU2002319986B8 (en) | 2003-01-21 |
BRPI0210794B1 (pt) | 2021-01-05 |
CA2451867A1 (fr) | 2003-01-16 |
BR0210794A (pt) | 2004-08-17 |
JP2004533324A (ja) | 2004-11-04 |
DE60201684D1 (de) | 2004-11-25 |
CN1289214C (zh) | 2006-12-13 |
US7202434B2 (en) | 2007-04-10 |
DE60201684T2 (de) | 2005-10-13 |
CN1524019A (zh) | 2004-08-25 |
AU2002319986B2 (en) | 2008-01-03 |
AU2002319986C1 (en) | 2008-06-19 |
WO2003004179A8 (fr) | 2004-05-13 |
EP1401589B1 (fr) | 2004-10-20 |
SE0102395D0 (sv) | 2001-07-04 |
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Legal Events
Date | Code | Title | Description |
---|---|---|---|
EEER | Examination request | ||
MKEX | Expiry |
Effective date: 20220704 |